Wind Forecasting in Railway Engineering 1st Edition Hui Liu

Wind Forecasting in Railway Engineering – Ebook Instant Download/Delivery ISBN(s): 9780128237069,0128237066

Product details:

• ISBN-10 ‏ : ‎ 0128237066
• ISBN-13 ‏ : ‎ 978-0128237069
• Author(s): Hui Liu

Wind Forecasting in Railway Engineering presents core and leading-edge technologies in wind forecasting for railway engineering. The title brings together wind speed forecasting and railway wind engineering, offering solutions from both fields. Key technologies are presented, along with theories, modeling steps and comparative analyses of forecasting technologies. Each chapter presents case studies and applications, including typical applications and key issues, analysis of wind field characteristics, optimization methods for the placement of a wind anemometer, single-point time series along railways, deep learning algorithms on single-point wind forecasting, reinforcement learning algorithms, ensemble single-point wind forecasting methods, spatial wind, and data-driven spatial-temporal wind forecasting algorithms.

This important book offers practical solutions for railway safety, by bringing together the latest technologies in wind speed forecasting and railway wind engineering into a single volume.

Table contents:

Chapter 1 Introduction

Part I Wind Anemometer Layout for Railways
Chapter 2 Analysis of Flow Field Characteristics for Railways

Chapter 3 Wind Anemometer Layout Optimization Methods for Railways

Part II Single-point Wind Forecasting for Railways
Chapter 4 Description of Single-point Wind Time Series for Railways

Chapter 5 Single-point Wind Forecasting Methods Based on Deep Learning

Chapter 6 Single-point Wind Forecasting Methods for Railways Based on Reinforcement Learning

Chapter 7 Single-point Wind Forecasting Methods for Railways Based on Ensemble Modelling

Part III Spatial Wind Forecasting for Railways
Chapter 8 Description Methods of Spatial Wind for Railways

Chapter 9 Data-driven Spatial Wind Forecasting Methods for Railways

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